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ipd_extended/scratch.py
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| import numpy as np | |
| import pandas as pd | |
| import interaction_distance as id | |
| m = 141 | |
| s = 20 | |
| dims = 2 | |
| bin1 = np.random.uniform(-0.5, 0, (m, dims)) | |
| for i in range(1, s): | |
| bin2 = np.concatenate((np.random.uniform(-0.5, 0, (m - i, dims)), np.random.uniform(0, 0.5, (i, dims))), axis=0) | |
| print('s=' + str(i), id.compute_ID(pd.DataFrame(bin1), pd.DataFrame(bin2), [0.5 for d in range(dims)])) | |
| bin3 = np.random.uniform(-0.5, 0, (m, dims)) | |
| print('bin1, bin3', id.compute_ID(pd.DataFrame(bin1), pd.DataFrame(bin3), [0.5 for d in range(dims)])) |